Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add aeonfun/aeon --skill operator-scorecardgit clone --depth 1 https://github.com/aeonfun/aeonWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/aeonfun/aeon/operator-scorecard)<a href="https://agentmods.dev/skills/aeonfun/aeon/operator-scorecard"><img src="https://agentmods.dev/badge/skills/aeonfun/aeon/operator-scorecard/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/aeonfun/aeon/operator-scorecard"><img src="https://agentmods.dev/badge/skills/aeonfun/aeon/operator-scorecard.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Data Exfiltration · line 93 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00041 | $0.09616 |
| Opus 5.5 | $0.00016 | $0.03846 |
| Sonnet 5.5 | $0.00008 | $0.01923 |
| Haiku 4.5 | $0.00004 | $0.00962 |
Grade A, and why
operator-scorecard scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 19d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- **scorecard branch:** Pure local file I/O — no curl, no `gh api`, no secrets on the command line. Works in a GitHub Actions run without any of the extra auth handling the other branches need. The only outbound call is Copies of this mod
1 near-identical copy found in the catalogue:
- operator-scorecard — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 612 lines — stays where its author put it; the contents beside it link to each section on GitHub.
${var} — Mode selector. The first token picks the branch; the remainder is branch-specific.
- empty → operator scorecard (default): synthesize the week into agent health + community growth + economic activity with a worst-of-three OK/WATCH/DEGRADED verdict. Also accepts
dry-run(skip the notification — article + JSON spec still write) and/or an integerNto override the window in hours (default 168 = 7d, cap 720). Examples: `` ,dry-run,336,dry-run 336.ops→ ops recap: operational summary of one day — what shipped, what failed, what needs follow-up. Optional date override after the keyword (ops 2026-06-30orops:2026-06-30); empty date = today (UTC).push→ push recap: deep-dive recap of all pushes — reads diffs, ranks impact, separates user-visible shipments from internal work, delivers a verdict. Optional repo scope after the keyword (push aeonfun/aeonorpush:owner/repo); empty = all watched repos.
Overview
One skill, three recap views over Aeon's own activity. They share a preamble (read memory, compute the date, parse the selector) then branch into fully distinct logic — do not blend them:
- scorecard (default): a synthesis-only weekly rollup. Every number it prints is sourced from a file another skill already wrote (
skill-health's analytics view,heartbeat, plus legacytweet-allocator/repo-pulsearticles when an instance still has them; both skills were retired, so those paragraphs degrade to "no data" on a fresh instance). Three paragraphs — agent health / community growth / economic activity — each with its own verdict, rolled up to a worst-of-three overall verdict. Answers the operator-level question: given everything that happened, was this week worth it? - ops (
ops): an operational day-recap. Reads today's activity log +memory/cron-state.json+ the issues index, deduplicates repeat runs, demands a URL on every shipped item, surfaces the calls that need a human, and leads with a one-sentence TL;DR verdict. Never a log dump. - push (
push): a diff-reading push deep-dive. Fetches push events, commits, and merged PRs per watched repo, reads the diffs, classifies each commit user-visible vs internal vs infra, ranks by impact, and leads with a one-line verdict — with significance gating so quiet days send nothing.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 19d ago Changed 1c46652e3bbb
- 1mo ago First seen · 612 lines · 41 tokens per session scan A 4c41b9428610
operator-scorecard is a skill published in the GitHub repository aeonfun/aeon (778 stars, last pushed yesterday), licensed MIT. It adds 41 tokens to every session and 9,616 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.
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